Triple

T11100756
Position Surface form Disambiguated ID Type / Status
Subject Open Source Development Labs E262496 entity
Predicate keyPerson P256 FINISHED
Object Stuart Cohen
Stuart Cohen is a technology executive best known for leading the Open Source Development Labs, a consortium that supported and promoted enterprise adoption of Linux and open-source software.
E904644 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Stuart Cohen | Statement: [Open Source Development Labs, keyPerson, Stuart Cohen]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stuart Cohen
Context triple: [Open Source Development Labs, keyPerson, Stuart Cohen]
  • A. Stuart Margolin
    Stuart Margolin was an American actor and director best known for his Emmy-winning role as Evelyn "Angel" Martin on the television series "The Rockford Files."
  • B. Jon Cohen
    Jon Cohen is a screenwriter best known for co-writing the science fiction film "Minority Report."
  • C. Stuart Blumberg
    Stuart Blumberg is an American screenwriter, director, and producer best known for his work on character-driven independent films, including the acclaimed drama "The Kids Are All Right."
  • D. Stuart Feldman
    Stuart Feldman is an American computer scientist best known for creating the Unix `make` build automation tool and for his influential work in software engineering and research leadership.
  • E. Stuart Scheftel
    Stuart Scheftel was an American businessman and public figure, notably known as the husband of Irish-American actress Geraldine Fitzgerald.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Stuart Cohen
Triple: [Open Source Development Labs, keyPerson, Stuart Cohen]
Generated description
Stuart Cohen is a technology executive best known for leading the Open Source Development Labs, a consortium that supported and promoted enterprise adoption of Linux and open-source software.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stuart Cohen
Target entity description: Stuart Cohen is a technology executive best known for leading the Open Source Development Labs, a consortium that supported and promoted enterprise adoption of Linux and open-source software.
  • A. Stuart Margolin
    Stuart Margolin was an American actor and director best known for his Emmy-winning role as Evelyn "Angel" Martin on the television series "The Rockford Files."
  • B. Jon Cohen
    Jon Cohen is a screenwriter best known for co-writing the science fiction film "Minority Report."
  • C. Stuart Blumberg
    Stuart Blumberg is an American screenwriter, director, and producer best known for his work on character-driven independent films, including the acclaimed drama "The Kids Are All Right."
  • D. Stuart Feldman
    Stuart Feldman is an American computer scientist best known for creating the Unix `make` build automation tool and for his influential work in software engineering and research leadership.
  • E. Stuart Scheftel
    Stuart Scheftel was an American businessman and public figure, notably known as the husband of Irish-American actress Geraldine Fitzgerald.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d6aa9a40d88190a373e2c7e48285db completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d79a29ee6c819092bc0da3f9255389 completed April 9, 2026, 12:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69e3e7f9b46881909761ed448fa5ce6e completed April 18, 2026, 8:22 p.m.
NEDg Description generation batch_69e3f2cc9b7c8190bb5fd89f239917cf completed April 18, 2026, 9:08 p.m.
NED2 Entity disambiguation (via description) batch_69e3f4a37b6c81908ca63270d82579ae completed April 18, 2026, 9:16 p.m.
Created at: April 8, 2026, 9:27 p.m.